Lancet. 2016 Oct 8;388(10053):1545-1602. doi: 10.1016/S0140-6736(16)31678-6.
Non-fatal outcomes of disease and injury increasingly detract from the ability of the world's population to live in full health, a trend largely attributable to an epidemiological transition in many countries from causes affecting children, to non-communicable diseases (NCDs) more common in adults. For the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015), we estimated the incidence, prevalence, and years lived with disability for diseases and injuries at the global, regional, and national scale over the period of 1990 to 2015.
We estimated incidence and prevalence by age, sex, cause, year, and geography with a wide range of updated and standardised analytical procedures. Improvements from GBD 2013 included the addition of new data sources, updates to literature reviews for 85 causes, and the identification and inclusion of additional studies published up to November, 2015, to expand the database used for estimation of non-fatal outcomes to 60 900 unique data sources. Prevalence and incidence by cause and sequelae were determined with DisMod-MR 2.1, an improved version of the DisMod-MR Bayesian meta-regression tool first developed for GBD 2010 and GBD 2013. For some causes, we used alternative modelling strategies where the complexity of the disease was not suited to DisMod-MR 2.1 or where incidence and prevalence needed to be determined from other data. For GBD 2015 we created a summary indicator that combines measures of income per capita, educational attainment, and fertility (the Socio-demographic Index [SDI]) and used it to compare observed patterns of health loss to the expected pattern for countries or locations with similar SDI scores.
We generated 9·3 billion estimates from the various combinations of prevalence, incidence, and YLDs for causes, sequelae, and impairments by age, sex, geography, and year. In 2015, two causes had acute incidences in excess of 1 billion: upper respiratory infections (17·2 billion, 95% uncertainty interval [UI] 15·4-19·2 billion) and diarrhoeal diseases (2·39 billion, 2·30-2·50 billion). Eight causes of chronic disease and injury each affected more than 10% of the world's population in 2015: permanent caries, tension-type headache, iron-deficiency anaemia, age-related and other hearing loss, migraine, genital herpes, refraction and accommodation disorders, and ascariasis. The impairment that affected the greatest number of people in 2015 was anaemia, with 2·36 billion (2·35-2·37 billion) individuals affected. The second and third leading impairments by number of individuals affected were hearing loss and vision loss, respectively. Between 2005 and 2015, there was little change in the leading causes of years lived with disability (YLDs) on a global basis. NCDs accounted for 18 of the leading 20 causes of age-standardised YLDs on a global scale. Where rates were decreasing, the rate of decrease for YLDs was slower than that of years of life lost (YLLs) for nearly every cause included in our analysis. For low SDI geographies, Group 1 causes typically accounted for 20-30% of total disability, largely attributable to nutritional deficiencies, malaria, neglected tropical diseases, HIV/AIDS, and tuberculosis. Lower back and neck pain was the leading global cause of disability in 2015 in most countries. The leading cause was sense organ disorders in 22 countries in Asia and Africa and one in central Latin America; diabetes in four countries in Oceania; HIV/AIDS in three southern sub-Saharan African countries; collective violence and legal intervention in two north African and Middle Eastern countries; iron-deficiency anaemia in Somalia and Venezuela; depression in Uganda; onchoceriasis in Liberia; and other neglected tropical diseases in the Democratic Republic of the Congo.
Ageing of the world's population is increasing the number of people living with sequelae of diseases and injuries. Shifts in the epidemiological profile driven by socioeconomic change also contribute to the continued increase in years lived with disability (YLDs) as well as the rate of increase in YLDs. Despite limitations imposed by gaps in data availability and the variable quality of the data available, the standardised and comprehensive approach of the GBD study provides opportunities to examine broad trends, compare those trends between countries or subnational geographies, benchmark against locations at similar stages of development, and gauge the strength or weakness of the estimates available.
Bill & Melinda Gates Foundation.
疾病和伤害的非致命后果日益削弱了世界人口完全健康生活的能力,这一趋势在很大程度上归因于许多国家的流行病学转变,即从影响儿童的病因转变为在成年人中更常见的非传染性疾病(NCDs)。针对《2015年全球疾病、伤害和风险因素研究》(GBD 2015),我们估计了1990年至2015年期间全球、区域和国家层面疾病和伤害的发病率、患病率以及残疾生存年数。
我们采用广泛的更新和标准化分析程序,按年龄、性别、病因、年份和地理位置估计发病率和患病率。与GBD 2013相比,改进之处包括增加了新的数据来源、对85种病因的文献综述进行了更新,以及识别并纳入了截至2015年11月发表的其他研究,从而将用于估计非致命后果的数据库扩展到60900个独特的数据来源。病因和后遗症的患病率和发病率通过DisMod-MR 2.1确定,它是DisMod-MR贝叶斯元回归工具的改进版本,最初是为GBD 2010和GBD 2013开发的。对于某些病因,当疾病的复杂性不适合DisMod-MR 2.1或需要从其他数据确定发病率和患病率时,我们采用了替代建模策略。对于GBD 2015,我们创建了一个综合指标,该指标结合了人均收入、教育程度和生育率的测量值(社会人口指数[SDI]),并用于将观察到的健康损失模式与具有相似SDI分数的国家或地区的预期模式进行比较。
我们通过按年龄、性别、地理位置和年份对病因、后遗症和损伤的患病率、发病率和YLDs的各种组合进行估计,得出了93亿个估计值。2015年,有两种病因的急性发病率超过10亿:上呼吸道感染(172亿,95%不确定区间[UI] 154 - 192亿)和腹泻病(23.9亿,23.0 - 25.0亿)。2015年,八种慢性疾病和伤害病因每种都影响了超过10%的世界人口:恒牙龋、紧张型头痛、缺铁性贫血、年龄相关性及其他听力损失、偏头痛、生殖器疱疹、屈光和调节障碍以及蛔虫病。2015年影响人数最多的损伤是贫血,有236亿(235 - 237亿)人受影响。受影响人数第二和第三多的损伤分别是听力损失和视力损失。2005年至2015年期间,全球残疾生存年数(YLDs)的主要病因变化不大。在全球范围内,非传染性疾病占年龄标准化YLDs的前20大病因中的18种。在发病率下降的地方,YLDs的下降速度比我们分析中几乎每种病因的生命年损失(YLLs)的下降速度都要慢。对于低SDI地区,第一组病因通常占总残疾的20% - 30%,主要归因于营养缺乏、疟疾、被忽视的热带病、艾滋病毒/艾滋病和结核病。2015年,在大多数国家,下背部和颈部疼痛是全球残疾的主要原因。在亚洲和非洲的22个国家以及中美洲的1个国家,主要病因是感觉器官疾病;在大洋洲的4个国家是糖尿病;在撒哈拉以南非洲南部的3个国家是艾滋病毒/艾滋病;在北非和中东的2个国家是集体暴力和法律干预;在索马里和委内瑞拉是缺铁性贫血;在乌干达是抑郁症;在利比里亚是盘尾丝虫病;在刚果民主共和国是其他被忽视的热带病。
世界人口老龄化正在增加患有疾病和伤害后遗症的人数。社会经济变化驱动的流行病学特征转变也导致残疾生存年数(YLDs)持续增加以及YLDs的增长速度加快。尽管数据可用性差距和现有数据质量参差不齐带来了限制,但GBD研究的标准化和综合方法提供了审视广泛趋势、比较不同国家或次国家地区之间趋势、与处于相似发展阶段的地区进行基准比较以及评估现有估计的优劣的机会。
比尔及梅琳达·盖茨基金会。